To provide an AI model training system and AI model training method that can appropriately collect required recognition data when retraining an AI model.SOLUTION: An AI model training system includes: an AI inference processing unit 12A configured to perform inference processing on input data in an AI model; an AI verification unit 13A configured to acquire, as examination data, input data when the AI inference processing unit 12A has not correctly performed the inference processing; a feature amount extraction unit 13B configured to extract a feature amount in the examination data; a similar data collection unit 14A configured to collect similar data similar to the feature amount; and an AI training unit 15B configured to use the similar data collected by the similar data collection unit 14A to perform retraining on the AI model. The system extracts, from input data on which AI inference processing has not been performed correctly, a feature amount of the input data, and collects similar data from other data to perform retraining, thereby enabling appropriately collecting required recognition data.SELECTED DRAWING: Figure 1

    【課題】AIモデルの再学習において、必要とする認識データを適切に収集することができるAIモデル学習システム、及びAIモデル学習方法を提供する。【解決手段】入力データに対してAIモデルでの推論処理を行うAI推論処理部12Aと、AI推論処理部12Aでの推論処理が正しく行われなかったときの入力データを検討データとして取得するAI検証部13Aと、検討データにおける特徴量を抽出する特徴量抽出部13Bと、特徴量に類似する類似データを収集する類似データ収集部14Aと、類似データ収集部14Aで収集した類似データを用いてAIモデルの再学習を行うAI学習部15Bとを有する。AI推論処理が正しく行われなかった入力データに対して、入力データの特徴量を抽出し、類似する類似データを他から収集して再学習を行うことで、必要とする認識データを適切に収集することができる。【選択図】図1


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    Titel :

    AI MODEL TRAINING SYSTEM AND AI MODEL TRAINING METHOD


    Weitere Titelangaben:

    AIモデル学習システム、及びAIモデル学習方法


    Beteiligte:
    ITO HIROAKI (Autor:in) / KISHIMOTO MAKOTO (Autor:in) / KOMATSU SAKIE (Autor:in)

    Erscheinungsdatum :

    25.03.2025


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Japanisch


    Klassifikation :

    IPC:    G06V / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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